Cargando…

Climbing Fibers Provide Graded Error Signals in Cerebellar Learning

The cerebellum plays a critical role in coordinating and learning complex movements. Although its importance has been well recognized, the mechanisms of learning remain hotly debated. According to the classical cerebellar learning theory, depression of parallel fiber synapses instructed by error sig...

Descripción completa

Detalles Bibliográficos
Autores principales: Zang, Yunliang, De Schutter, Erik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749063/
https://www.ncbi.nlm.nih.gov/pubmed/31572132
http://dx.doi.org/10.3389/fnsys.2019.00046
_version_ 1783452201034711040
author Zang, Yunliang
De Schutter, Erik
author_facet Zang, Yunliang
De Schutter, Erik
author_sort Zang, Yunliang
collection PubMed
description The cerebellum plays a critical role in coordinating and learning complex movements. Although its importance has been well recognized, the mechanisms of learning remain hotly debated. According to the classical cerebellar learning theory, depression of parallel fiber synapses instructed by error signals from climbing fibers, drives cerebellar learning. The uniqueness of long-term depression (LTD) in cerebellar learning has been challenged by evidence showing multi-site synaptic plasticity. In Purkinje cells, long-term potentiation (LTP) of parallel fiber synapses is now well established and it can be achieved with or without climbing fiber signals, making the role of climbing fiber input more puzzling. The central question is how individual Purkinje cells extract global errors based on climbing fiber input. Previous data seemed to demonstrate that climbing fibers are inefficient instructors, because they were thought to carry “binary” error signals to individual Purkinje cells, which significantly constrains the efficiency of cerebellar learning in several regards. In recent years, new evidence has challenged the traditional view of “binary” climbing fiber responses, suggesting that climbing fibers can provide graded information to efficiently instruct individual Purkinje cells to learn. Here we review recent experimental and theoretical progress regarding modulated climbing fiber responses in Purkinje cells. Analog error signals are generated by the interaction of varying climbing fibers inputs with simultaneous other synaptic input and with firing states of targeted Purkinje cells. Accordingly, the calcium signals which trigger synaptic plasticity can be graded in both amplitude and spatial range to affect the learning rate and even learning direction. We briefly discuss how these new findings complement the learning theory and help to further our understanding of how the cerebellum works.
format Online
Article
Text
id pubmed-6749063
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-67490632019-09-30 Climbing Fibers Provide Graded Error Signals in Cerebellar Learning Zang, Yunliang De Schutter, Erik Front Syst Neurosci Neuroscience The cerebellum plays a critical role in coordinating and learning complex movements. Although its importance has been well recognized, the mechanisms of learning remain hotly debated. According to the classical cerebellar learning theory, depression of parallel fiber synapses instructed by error signals from climbing fibers, drives cerebellar learning. The uniqueness of long-term depression (LTD) in cerebellar learning has been challenged by evidence showing multi-site synaptic plasticity. In Purkinje cells, long-term potentiation (LTP) of parallel fiber synapses is now well established and it can be achieved with or without climbing fiber signals, making the role of climbing fiber input more puzzling. The central question is how individual Purkinje cells extract global errors based on climbing fiber input. Previous data seemed to demonstrate that climbing fibers are inefficient instructors, because they were thought to carry “binary” error signals to individual Purkinje cells, which significantly constrains the efficiency of cerebellar learning in several regards. In recent years, new evidence has challenged the traditional view of “binary” climbing fiber responses, suggesting that climbing fibers can provide graded information to efficiently instruct individual Purkinje cells to learn. Here we review recent experimental and theoretical progress regarding modulated climbing fiber responses in Purkinje cells. Analog error signals are generated by the interaction of varying climbing fibers inputs with simultaneous other synaptic input and with firing states of targeted Purkinje cells. Accordingly, the calcium signals which trigger synaptic plasticity can be graded in both amplitude and spatial range to affect the learning rate and even learning direction. We briefly discuss how these new findings complement the learning theory and help to further our understanding of how the cerebellum works. Frontiers Media S.A. 2019-09-11 /pmc/articles/PMC6749063/ /pubmed/31572132 http://dx.doi.org/10.3389/fnsys.2019.00046 Text en Copyright © 2019 Zang and De Schutter. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Zang, Yunliang
De Schutter, Erik
Climbing Fibers Provide Graded Error Signals in Cerebellar Learning
title Climbing Fibers Provide Graded Error Signals in Cerebellar Learning
title_full Climbing Fibers Provide Graded Error Signals in Cerebellar Learning
title_fullStr Climbing Fibers Provide Graded Error Signals in Cerebellar Learning
title_full_unstemmed Climbing Fibers Provide Graded Error Signals in Cerebellar Learning
title_short Climbing Fibers Provide Graded Error Signals in Cerebellar Learning
title_sort climbing fibers provide graded error signals in cerebellar learning
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749063/
https://www.ncbi.nlm.nih.gov/pubmed/31572132
http://dx.doi.org/10.3389/fnsys.2019.00046
work_keys_str_mv AT zangyunliang climbingfibersprovidegradederrorsignalsincerebellarlearning
AT deschuttererik climbingfibersprovidegradederrorsignalsincerebellarlearning